Journal Publications
Mario Miscuglio, Zibo Hu, Shurui Li, Jonathan George, Roberto Capanna, Philippe M. Bardet, Puneet Gupta, Volker J. Sorger, “Massively Parallel Amplitude-Only Fourier Neural Network” Nature Machine Intelligence, in review (2020). See also arXiv.
UCLA and GWU Groups (Lead P. Gupta), “Accelerating Convolutional Neural Networks on 4F Optics” submitted (2020).
Elham Heidari, Hamed Dalir, Moustafa Ahmed, Volker J. Sorger, Ray T. Chen, “Hexagonal Transverse Coupled Cavity VCSEL Redefining the High- Speed Lasers” submitted (2020), arXiv: 2008:01346.
UCLA and GWU Groups (Lead P. Gupta), “Accelerating Convolutional Neural Networks on 4F Optics” submitted (2020).
Elham Heidari, Hamed Dalir, Moustafa Ahmed, Volker J. Sorger, Ray T. Chen, “Hexagonal Transverse Coupled Cavity VCSEL Redefining the High- Speed Lasers” submitted (2020), arXiv: 2008:01346.
Conferences
PUBLICATIONS
Volker J. Sorger , “Massively-parallel Fourier-optical Convolutional Filtering towards Real-time Processing” 2020 IEEE Research and Applications of Photonics in Defense Conference (RAPID), Miramar Beach, FL, USA, 2020
Volker J. Sorger, “10^6 Channel parallelism Fourier-optic convolutional filter and neural network processor” (CF1C.2) OSI OSA, paper CF1C.2 (2020).
Volker J. Sorger, “Million-channel parallelism Fourier-optic convolutional filter and neural network processor” (JF3A.4), CLEO OSA, paper JF3A.4 (2020).
Volker J. Sorger "10^6 parallelism in Fourier-optics-based convolutional processor for network edge computing", Proc. SPIE 11419, Disruptive Technologies in Information Sciences IV, 114190E (27 April 2020); https://doi.org/10.1117/12.2559079.
Volker J. Sorger "Optical neural networks: from integrated photonics to free-space solutions", Proc. SPIE 11284, Smart Photonic and Optoelectronic Integrated Circuits XXII, 1128406 (9 March 2020); https://doi.org/10.1117/12.2547495.
Mario Miscuglio, Puneet Gupta, Aydin Babakhani, Chee Wei Wong, Hamed Dalir, Tarek El-Ghazawi, and Volker J. Sorger "Photonic convolutional processor for network edge computing", Proc. SPIE 11299, AI and Optical Data Sciences, 112990K (9 March 2020); https://doi.org/10.1117/12.2545970.
M. Miscuglio, Z. Hu, J. George and V. J. Sorger, "Fourier Optics Coprocessor for Image Processing and Convolutional Neural Network," 2019 IEEE Research and Applications of Photonics in Defense Conference (RAPID), Miramar Beach, FL, USA, 2019, pp. 1-2, doi: 10.1109/RAPID.2019.8864354.
USPTO Patent:
Volker J. Sorger , “Massively-parallel Fourier-optical Convolutional Filtering towards Real-time Processing” 2020 IEEE Research and Applications of Photonics in Defense Conference (RAPID), Miramar Beach, FL, USA, 2020
Volker J. Sorger, “10^6 Channel parallelism Fourier-optic convolutional filter and neural network processor” (CF1C.2) OSI OSA, paper CF1C.2 (2020).
Volker J. Sorger, “Million-channel parallelism Fourier-optic convolutional filter and neural network processor” (JF3A.4), CLEO OSA, paper JF3A.4 (2020).
Volker J. Sorger "10^6 parallelism in Fourier-optics-based convolutional processor for network edge computing", Proc. SPIE 11419, Disruptive Technologies in Information Sciences IV, 114190E (27 April 2020); https://doi.org/10.1117/12.2559079.
Volker J. Sorger "Optical neural networks: from integrated photonics to free-space solutions", Proc. SPIE 11284, Smart Photonic and Optoelectronic Integrated Circuits XXII, 1128406 (9 March 2020); https://doi.org/10.1117/12.2547495.
Mario Miscuglio, Puneet Gupta, Aydin Babakhani, Chee Wei Wong, Hamed Dalir, Tarek El-Ghazawi, and Volker J. Sorger "Photonic convolutional processor for network edge computing", Proc. SPIE 11299, AI and Optical Data Sciences, 112990K (9 March 2020); https://doi.org/10.1117/12.2545970.
M. Miscuglio, Z. Hu, J. George and V. J. Sorger, "Fourier Optics Coprocessor for Image Processing and Convolutional Neural Network," 2019 IEEE Research and Applications of Photonics in Defense Conference (RAPID), Miramar Beach, FL, USA, 2019, pp. 1-2, doi: 10.1109/RAPID.2019.8864354.
USPTO Patent:
Patent
“Massively Parallel Amplitude-only Optical Processing System for Machine Learning” (filed)
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